A YOLOv3 Deep Neural Network Model to Detect Brain Tumor in Portable Electromagnetic Imaging System
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Ali F. Almutairi | Mohammad Tariqul Islam | Norbahiah Misran | Mohammad Shahidul Islam | Muhammad E. H. Chowdhury | Amran Hossain | Qutaiba A. Razouqi | N. Misran | M. E. Chowdhury | Amran Hossain | A. Almutairi | Mohammad Shahidul Islam | Mohammad Tariqul Islam
[1] Ali Farhadi,et al. YOLO9000: Better, Faster, Stronger , 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[2] A. Salleh,et al. Development of antipodal Vivaldi antenna for microwave brain stroke imaging system , 2019 .
[3] Mohammad Tariqul Islam,et al. An Octagonal Ring-shaped Parasitic Resonator Based Compact Ultrawideband Antenna for Microwave Imaging Applications , 2020, Sensors.
[4] M. Ambrosanio,et al. Machine Learning For Microwave Imaging , 2020, 2020 14th European Conference on Antennas and Propagation (EuCAP).
[5] Joe LoVetri,et al. Full 3D Microwave Breast Imaging Using a Deep-Learning Technique , 2020, J. Imaging.
[6] A. M. Abbosh,et al. 3-D Wideband Antenna for Head-Imaging System with Performance Verification in Brain Tumor Detection , 2015, IEEE Antennas and Wireless Propagation Letters.
[7] El-Sayed M. El-Horbaty,et al. Classification using deep learning neural networks for brain tumors , 2017, Future Computing and Informatics Journal.
[8] Cem Direkoglu,et al. Review of MRI-based Brain Tumor Image Segmentation Using Deep Learning Methods , 2016 .
[9] Md. Masud Rana,et al. EBG Based Microstrip Patch Antenna for Brain Tumor Detection via Scattering Parameters in Microwave Imaging System , 2018, Int. J. Biomed. Imaging.
[10] Nader Karimi,et al. Brain Tumor Segmentation Using Deep Learning by Type Specific Sorting of Images , 2018, ArXiv.
[11] W. Rowe,et al. Compact 3-D Antenna for Medical Diagnosis of the Human Head , 2019, IEEE Transactions on Antennas and Propagation.
[12] Li Jun Jiang,et al. Enhanced Deep Learning Approach Based on the Deep Convolutional Encoder–Decoder Architecture for Electromagnetic Inverse Scattering Problems , 2020, IEEE Antennas and Wireless Propagation Letters.
[13] Jochen Triesch,et al. Human-Expert-Level Brain Tumor Detection Using Deep Learning with Data Distillation And Augmentation , 2020, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[14] Mohammad Tariqul Islam,et al. A Grounded Coplanar Waveguide-Based Slotted Inverted Delta-Shaped Wideband Antenna for Microwave Head Imaging , 2020, IEEE Access.
[15] Mohammad Tausiful Islam,et al. A Low Cost and Portable Microwave Imaging System for Breast Tumor Detection Using UWB Directional Antenna array , 2019, Scientific Reports.
[16] Lorenzo Crocco,et al. Design and Numerical Characterization of a Low-Complexity Microwave Device for Brain Stroke Monitoring , 2018, IEEE Transactions on Antennas and Propagation.
[17] A. M. Abbosh,et al. Compact 3-D Slot-Loaded Folded Dipole Antenna With Unidirectional Radiation and Low Impulse Distortion for Head Imaging Applications , 2016, IEEE Transactions on Antennas and Propagation.
[18] Vincent W. S. Chan,et al. Basics of Ultrasound Imaging , 2011 .
[19] Tamer S. Ibrahim,et al. MR Imaging: Brief Overview and Emerging Applications1 , 2008 .
[20] Amin M. Abbosh,et al. Wearable Electromagnetic Head Imaging System Using Flexible Wideband Antenna Array Based on Polymer Technology for Brain Stroke Diagnosis , 2019, IEEE Transactions on Biomedical Circuits and Systems.
[21] Mohammad Tariqul Islam,et al. Compact microstrip patch antenna proclaiming super wideband characteristics , 2017 .
[22] Mohammad Tausiful Islam,et al. A Planar Ultrawideband Patch Antenna Array for Microwave Breast Tumor Detection , 2020, Materials.
[23] Hong Huang,et al. Ship Target Detection Based on Improved YOLO Network , 2020 .
[24] Essam A. Rashed,et al. Deep Learning-Based Development of Personalized Human Head Model With Non-Uniform Conductivity for Brain Stimulation , 2019, IEEE Transactions on Medical Imaging.
[25] Ali Farhadi,et al. YOLOv3: An Incremental Improvement , 2018, ArXiv.
[26] Mahta Moghaddam,et al. Learning Nonlinearity of Microwave Imaging Through Deep Learning , 2018, 2018 IEEE International Symposium on Antennas and Propagation & USNC/URSI National Radio Science Meeting.
[27] Matthias Benndorf,et al. False-positive findings at contrast-enhanced breast MRI: a BI-RADS descriptor study. , 2010, AJR. American journal of roentgenology.
[28] Mohammad Tariqul Islam,et al. A unidirectional 3D antenna for biomedical microwave imaging based detection of abnormality in human body , 2018 .
[29] Nowshad Amin,et al. A Portable Electromagnetic Head Imaging System Using Metamaterial Loaded Compact Directional 3D Antenna , 2021, IEEE Access.
[30] Mohammad Tausiful Islam,et al. Development of Microwave Brain Stroke Imaging System using Multiple Antipodal Vivaldi Antennas Based on Raspberry Pi Technology , 2020, Jurnal Kejuruteraan.
[31] Mohammad Tariqul Islam,et al. Unidirectional Wideband 3-D Antenna for Human Head-Imaging Application , 2017, IEEE Antennas and Wireless Propagation Letters.
[32] Branislav Gerazov,et al. Deep learning for tumour classification in homogeneous breast tissue in medical microwave imaging , 2017, IEEE EUROCON 2017 -17th International Conference on Smart Technologies.
[33] Mahta Moghaddam,et al. Super resolution for microwave imaging: A deep learning approach , 2017, 2017 IEEE International Symposium on Antennas and Propagation & USNC/URSI National Radio Science Meeting.
[34] Guang Yang,et al. Automatic Brain Tumor Detection and Segmentation Using U-Net Based Fully Convolutional Networks , 2017, MIUA.
[35] A. Abbosh,et al. Compact Unidirectional Conformal Antenna Based on Flexible High-Permittivity Custom-Made Substrate for Wearable Wideband Electromagnetic Head Imaging System , 2020, IEEE Transactions on Antennas and Propagation.
[36] Vahab Khoshdel,et al. Tissue-Type Classification With Uncertainty Quantification of Microwave and Ultrasound Breast Imaging: A Deep Learning Approach , 2020, IEEE Access.
[37] Yong Du,et al. Microwave Imaging by Deep Learning Network: Feasibility and Training Method , 2020, IEEE Transactions on Antennas and Propagation.
[38] A. Mobashsher,et al. Three-Dimensional Human Head Phantom With Realistic Electrical Properties and Anatomy , 2014, IEEE Antennas and Wireless Propagation Letters.
[39] Andrea Massa,et al. Microwave Tomography System for Methodical Testing of Human Brain Stroke Detection Approaches , 2019, International Journal of Antennas and Propagation.
[40] Eugenio Culurciello,et al. LinkNet: Exploiting encoder representations for efficient semantic segmentation , 2017, 2017 IEEE Visual Communications and Image Processing (VCIP).
[41] Mario R. Casu,et al. Design and Experimental Assessment of a 2D Microwave Imaging System for Brain Stroke Monitoring , 2019, International Journal of Antennas and Propagation.
[42] Ali Farhadi,et al. You Only Look Once: Unified, Real-Time Object Detection , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[43] Amin M. Abbosh,et al. Microwave System for Head Imaging , 2014, IEEE Transactions on Instrumentation and Measurement.